MCP Servers

MCP server that compares OpenAPI specs between versions and reports breaking changes.

Generate API documentation from source code annotations and return structured Markdown via MCP

MCP server that serves API documentation — OpenAPI/Swagger spec reader.

MCP server for managing browser bookmarks — save URLs, tag, search, organize, and export bookmark collections.

Save, search, and organize bookmarks through MCP tools — tag-based organization with full-text search.

An MCP server giving AI agents access to browser automation via Playwright. Navigate pages, click elements, fill forms, take screenshots, and extract page content — all via MCP tools.

MCP server that searches your Chrome/Safari browser history with full-text search, visit frequency analytics, and time-range filtering.

MCP server that analyzes JavaScript bundle sizes across a project and provides optimization suggestions.

MCP server wrapping local ICS calendar files to let AI assistants query, create, and manage calendar events.

MCP server bridging AI to your local calendar — read events, find free slots, and create meetings.

An MCP server that gives AI agents access to calendar and event management. Create, list, and update events in a local JSON calendar store — no Google account required.

MCP server for calendar management — create events, check availability, find conflicts, and summarize schedule.

Model Context Protocol server exposing a local calendar . Read events, create meetings, and check availability.

MCP server that reads/writes calendar events for AI-powered scheduling assistance.

Manage calendar events through MCP tools — create, list, update, and search events with natural language scheduling.

Generate changelogs from git history with conventional commit support and version grouping via MCP

Check CI/CD pipeline status for the current repository via MCP

MCP server to monitor CI/CD pipelines — check build status, view logs, trigger rebuilds across GitHub/GitLab.

MCP server maintaining a searchable clipboard history. AI can search, retrieve, and paste previous clipboard entries within the current session.

MCP server that manages clipboard history, allowing AI agents to read, write, and search clipboard.

MCP server for clipboard management. Read/write clipboard, maintain history, and search past clips.

Calculate code complexity metrics for a project via MCP tools

MCP server for automated code review — style checks, complexity analysis, suggestions.

Run jscodeshift-style AST transforms on codebases via MCP commands.

MCP server for converting between color formats — HEX, RGB, HSL, HSV, CMYK, and named CSS colors. Includes color harmony and accessibility tools.

Generate, manipulate, and export color palettes via MCP for AI-assisted design workflows.

An MCP server providing color conversion, palette generation, contrast checking, and color naming for AI assistants working on design tasks.

MCP server that analyzes git commit history patterns, code churn, and contributor activity.

MCP server for parsing, validating, and explaining cron expressions. Get next execution times and human-readable descriptions.

MCP server to create, list, edit, and delete cron jobs on macOS/Linux from AI chat. Natural language scheduling with crontab management.

Explain, validate, and generate cron expressions via MCP protocol with natural language descriptions

An MCP server for parsing, validating, and explaining cron expressions. AI assistants can build schedules and predict next execution times.

MCP server for CSV file analysis — load, filter, aggregate, visualize, and transform CSV data via AI commands.

Read, query, and transform CSV files with SQL-like syntax via MCP tool calls.

MCP server for real-time currency conversion with support for 170+ currencies, crypto tokens, and historical exchange rates.

An MCP server that provides read-only database exploration for AI assistants to understand schemas and query data.

MCP server for safe database queries — schema inspection, query building, result formatting.

Extract database schema and return structured metadata via MCP

MCP server to find and report unused exports, functions, and variables across a TypeScript/JavaScript codebase.

Check dependencies for outdated versions and vulnerabilities via MCP

MCP server providing DNS record lookups returning A, AAAA, MX, TXT, CNAME, NS, and SOA records as structured data for AI agent use.

DNS record lookup tool for MCP-connected editors. Query A, AAAA, MX, CNAME, TXT records.

MCP server providing DNS resolution tools — query A, AAAA, MX, TXT, NS, CNAME, SOA records for any domain directly from AI conversations.

An MCP server providing DNS lookup and network diagnostic tools. Perform DNS queries, WHOIS lookups, and check domain availability.

Resolve DNS records via MCP protocol for network debugging

MCP server to manage Docker Compose stacks — start, stop, logs, scale services via AI.

MCP server for Docker container management — list, start, stop, inspect, and view logs via AI. No terminal needed.

MCP server to list, start, stop, inspect, and manage Docker containers and images.

MCP server that manages Docker containers via AI chat. List, start, stop, restart containers, view logs, inspect stats, and manage images.

MCP server for managing Docker containers — list, start, stop, logs, stats.

List running Docker containers, inspect logs, and restart services via MCP tool calls.

MCP server that analyzes Dockerfiles for security and best practices. DevOps AI integration for container security.

MCP server for sending emails via SMTP/Resend/SendGrid — compose, format, and send emails from AI workflows.

Compare environment variables across staging, production, and local with diff highlighting

Read, validate, and diff .env files via MCP protocol without exposing secret values

Read, validate, and safely update .env files across projects via MCP tools

Generate ER diagrams from SQL schemas or Prisma/Drizzle files via MCP

MCP server for converting between file formats .

MCP server for semantic file search — index local files and search by meaning using local embedding models via Ollama.

Search files by name, content, extension, and size within a project directory via MCP with glob support

MCP server that watches file system changes and notifies AI agents of file events.

MCP server that monitors file system changes and provides real-time change notifications to AI clients.

An MCP server that exposes your local file system to AI agents. Browse directories, read files, write files, search content, and run safe operations — giving AI agents secure, scoped filesystem access

An MCP server providing financial data tools. Get stock quotes, crypto prices, currency conversion, and market sentiment analysis.

MCP server that provides rich git blame data — show who changed each line, when, and in which PR, with aggregated author statistics.

Interactive git blame with commit context, author history, and line-by-line annotation via MCP.

MCP server that generates formatted changelogs from git history with conventional commit parsing, version grouping, and contributor attribution.

Provide structured code review suggestions on git diffs via MCP for AI coding agents

MCP server exposing git operations — status, log, diff, branch management for AI agents.

MCP server to explore Git history — search commits, view diffs, blame lines, and analyze contribution patterns.

Browse git history, blame, and diff for any local repository via MCP protocol

MCP server serving git history, blame, and contribution stats to AI models.

An MCP server that provides git log, diff, and blame data to AI assistants. Ask natural language questions about your git history.

Search git history by commit message, author, date range, and file path via MCP tools.

MCP server that analyzes a git repo's history, contributors, and health. AI agents can now understand repository context.

MCP server that exposes git repository statistics to AI assistants.

Get git repository statistics via MCP tools

MCP server providing GitHub repository analytics and trends to AI assistants

Auto-triage GitHub issues by labeling, prioritizing, and suggesting assignees via MCP

Auto-triage GitHub issues — categorize, label, assign priority, and suggest duplicates through MCP tools.

An MCP server that exposes GitHub Projects to AI agents. List projects, issues, and cards, and allow agents to create/update issues and move cards between columns via natural language.

MCP server for generating cryptographic hashes — MD5, SHA-1, SHA-256, SHA-512, and HMAC. Hash text or check hash matches.

MCP server that validates HTML content against W3C specifications and returns structured errors, warnings, and suggestions for AI-assisted web development.

Compress and resize images via MCP tool calls for optimizing assets in build pipelines.

An MCP server for image manipulation tools. Resize, crop, convert, compress, and generate placeholder images without external APIs.

Extract EXIF data, dimensions, color palette, and format information from images via MCP protocol

Bulk optimize images in a project directory via MCP commands

Validate JSON against schemas and generate schemas from sample data via MCP.

MCP server to generate JSON Schema from sample JSON data, validate JSON against schemas, and convert between schema formats.

MCP server for JSON data transformation — jq-like queries, schema validation, format conversion, and diffing.

MCP server for decoding, validating, and inspecting JWT tokens. Check expiry, verify signatures, and extract claims.

MCP server for Kubernetes cluster management — list pods, check status, view logs, scale deployments via AI.

MCP server that runs Lighthouse audits on URLs and returns structured performance, accessibility, SEO, and best practices scores for AI-assisted web development.

Run Lighthouse performance and accessibility audits via MCP protocol, returning structured scores and recommendations

Run ESLint, Prettier, or custom linters and return structured results with fix suggestions via MCP

An MCP server that gives AI agents direct SQL access to local SQLite databases. Run queries, create tables, insert data, and browse schema — safely with read/write mode controls.

MCP server that watches filesystem paths and provides AI agents with live change events.

Parse and analyze application logs via MCP — detect errors, patterns, and anomalies

An MCP server that converts between Markdown and other formats , validates Markdown, and generates tables of contents.

Render markdown to HTML or PDF with custom themes and syntax highlighting via MCP.

An MCP server providing mathematical computation tools. Solve equations, convert units, calculate statistics, and generate number sequences.

Collect and serve project metrics via MCP

Generate database migration files from schema diffs via MCP for AI workflows

Check database migration status for Prisma, Knex, or raw SQL via MCP

MCP server for bidirectional sync between Notion databases and local files.

Run npm audit and return structured vulnerability reports with severity, affected packages, and fix commands

MCP server that runs npm audit and returns structured vulnerability data. Security-first AI integration.

Check outdated npm dependencies across projects with update risk assessment via MCP

MCP server to search npm registry — find packages, compare versions, check dependencies, and view changelogs.

MCP server that provides tools to query the npm registry — search packages, get version info, view dependencies, and check download stats directly from AI conversations.

MCP server that lists and executes npm scripts from any project — with output streaming, script discovery, and parallel execution support.

MCP server that bridges local Ollama models to any MCP client — chat, embed, and generate with local AI through the Model Context Protocol.

MCP server that validates OpenAPI specifications — check for missing fields, unused schemas, invalid references, and suggest improvements.

MCP server to fetch npm and PyPI package metadata including versions, dependencies, download stats, and license information for AI context.

Look up npm/PyPI package metadata via MCP tools

MCP server that checks npm, pip, or cargo packages for outdated versions and returns structured upgrade suggestions with breaking change warnings.

Check if npm or pip packages have newer versions available with bulk dependency freshness analysis.

MCP server to extract text, tables, and metadata from PDF files for AI analysis.

MCP server that checks web performance budgets against thresholds.

MCP server for profiling JavaScript/TypeScript code — measure function execution times, memory usage, and generate flame graph data.

MCP server that lets AI agents control a browser: navigate, click, screenshot, fill forms.

MCP server to manage PM2 process manager — list, start, stop, restart, and view logs for Node.js apps via AI.

MCP server that tracks Pomodoro sessions, breaks, and productivity stats for AI agents.

Check port availability, find processes, and free ports via MCP commands

Scan localhost and network for open ports with service identification via MCP.

MCP server that provides project context — file tree, dependencies, git status.

Generate project scaffolding based on templates via MCP commands

MCP server that exposes Prometheus metrics from any data source. Monitoring as AI-powered MCP.

MCP server for testing regex patterns, extracting matches, and explaining regex syntax. Test patterns against sample text directly from AI conversations.

An MCP server that provides regex testing, explanation, and generation capabilities. AI assistants can validate, explain, and build regex patterns.

Generate release notes from git diff and conventional commits via MCP

MCP server that fetches and parses RSS feeds for AI agent consumption.

MCP server for reading RSS feeds — subscribe, fetch, filter, and summarize articles from any RSS/Atom feed.

MCP server that captures screenshots of URLs and returns base64 images.

MCP server to capture screenshots and OCR-extract text for AI screen context.

Scan codebases for accidentally committed secrets via MCP

MCP server for DNS lookups, record queries, and propagation checking.

An MCP server providing tools for converting between common file formats. Convert JSON↔YAML↔TOML↔CSV↔XML without leaving your AI assistant.

An MCP server that provides tools for fetching and analyzing GitHub repository statistics. Get stars, forks, issues, commit activity, and contributor insights.

An MCP server that helps build, test, and explain regular expressions. Generate regex from natural language descriptions and test against sample strings.

MCP server for querying Sentry error logs, issues, and release health.

MCP server for querying Stripe payments, subscriptions, customers, and invoices.

MCP server for browsing and managing Supabase Storage buckets and files.

An MCP server providing tools for common text transformations. Convert case, slugify, truncate, count words, extract emails, and more.

MCP server that bridges Todoist with AI assistants — list, create, update, and complete tasks programmatically. Query by project, label, priority, or due date.

MCP server for managing Vercel deployments, domains, and environment variables.

MCP server to explore, query, and modify SQLite databases. AI can inspect schema, run queries, and analyze data.

MCP server for AI to browse and query local SQLite databases with schema introspection.

MCP server for reading, querying, and updating SQLite database files from AI agents.

MCP server for querying local SQLite databases with schema inspection and safe queries.

MCP server for querying local SQLite databases from AI assistants

Check SSL certificate status, expiry, chain validity, and issuer for any domain via MCP.

MCP server exposing CPU, RAM, disk, and network stats as real-time resources for AI monitoring agents.

MCP server exposing system information — CPU, memory, disk, network, processes.

MCP server exposing system metrics — CPU, memory, disk, network, battery, and process list — to AI assistants for real-time system monitoring.

MCP server exposing CPU, memory, disk, and process stats for AI-driven monitoring.

Execute test suites and return structured results with failure details via MCP

MCP server to discover and run tests — Jest, Vitest, pytest support.

MCP server for converting times between timezones, finding meeting time overlaps, and calculating time differences across the world.

An MCP server that exposes a local todo list to AI agents. Create, complete, and organize tasks via natural language. Stores tasks in a local JSON file.

Extract TODO/FIXME/HACK comments from codebase and present as unified task list via MCP.

An MCP server that fetches and parses URL metadata for AI assistants to preview and analyze links.

Shorten URLs and manage short links via MCP tool calls with click tracking.

Model Context Protocol server providing weather data for AI assistants. Supports current weather, forecasts, and historical data for any location.

MCP server providing weather data from free APIs. Current conditions, forecasts, and alerts.

MCP server providing current weather, forecasts, and alerts using free public APIs.

Monitor website availability and response time via MCP with configurable health checks.

MCP server for domain WHOIS lookups — check registration info, availability, expiry dates, and registrar details.

Validate and lint YAML files with detailed error messages and auto-fix suggestions via MCP.

Validate and format YAML files via MCP. Catch syntax errors and auto-fix indentation.